Machine Learning Engineer, Data Mining
New
M
MotionalAutonomous Vehicles
Boston, Massachusetts, United States; Pittsburgh, Pennsylvania, United States; Remote U.S.Full-TimeMiddle
Salary$144,000 — $192,000 USD
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Job Details
- Required Skills
- PythonSQLMachine LearningNumpyPyTorchPandasTensorflowSoftware EngineeringMLOps
Requirements
- BS or MS in Computer Science, Machine Learning, or a related field.
- Hands-on experience with PyTorch (preferred), TensorFlow, or JAX.
- Strong proficiency in Python with ability to write clean, modular, and well-documented code.
- Working knowledge of version control, unit testing, and software design patterns.
- Experience working with large datasets including proficiency in SQL.
- Proficiency with data libraries such as Pandas and NumPy.
- Solid grasp of the full ML lifecycle from data cleaning and feature engineering to deployment.
- Proactive approach to learning and constructive feedback.
Responsibilities
- Develop, train, and fine-tune machine learning models for multimodal sensor data including vision and LiDAR.
- Implement scalable data preprocessing and augmentation pipelines for production environments.
- Develop embedding-based search tools and active learning workflows to identify critical driving scenarios.
- Build and maintain dashboards to monitor model health, data drift, and system performance.
- Follow software engineering standards including version control, CI/CD, and unit testing for ML code.
- Collaborate with senior engineers to translate model prototypes into maintainable, scalable engineering solutions.
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